Real ChatGPT answer · index seedKxcJpIbwdiocompleteEntertainment and media · booksbrand

Can you troubleshoot why my home library metadata scraper is failing to pull correct publication dates for vintage books

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Can you troubleshoot why my home library metadata scraper is failing to pull correct publication dates for vintage books
1 real search · 1 real-search pass
Open Library API edition publish_date first_publish_date documentation Google Books volume publishedDate vintage books metadataGoogle ↗
OBSERVEDReason

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Open Library API edition publish_date first_publish_date documentation Google Books volume publishedDate vintage books metadata Google ↗
  1. Developer Center / APIs / Books API · openlibrary.org
  2. APIs · openlibrary.org
  3. Volume  |  Google Books APIs  |  Google for Developers · developers.google.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Open Library API edition publish_date first_publish_date documentation Google Books volume publishedDate vintage books metadata
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1